## Family: zero_inflated_poisson
## Links: mu = log; zi = logit
## Formula: n_amr_events ~ ln_livestock_consumption_kg_per_pcu + ln_livestock_pcu + ln_migrant_pop_perc + ln_tourism_inbound_perc + ln_tourism_outbound_perc + ab_export_perc + health_expend_perc + human_consumption_ddd + english_spoken + ln_gdp_per_capita + offset(ln_population)
## zi ~ ln_pubs_sum_per_capita + ln_gdp_per_capita + ln_population + english_spoken
## Data: data[[i]] (Number of observations: 198)
## Samples: 120 chains, each with iter = 2000; warmup = 1000; thin = 1;
## total post-warmup samples = 120000
##
## Population-Level Effects:
## Estimate Est.Error l-95% CI u-95% CI
## Intercept -8.90 1.30 -11.49 -6.37
## zi_Intercept 31.68 6.25 20.25 44.73
## ln_livestock_consumption_kg_per_pcu -0.11 0.06 -0.22 0.02
## ln_livestock_pcu -0.43 0.03 -0.49 -0.36
## ln_migrant_pop_perc -0.00 0.05 -0.11 0.09
## ln_tourism_inbound_perc 0.18 0.07 0.05 0.33
## ln_tourism_outbound_perc 0.01 0.13 -0.31 0.23
## ab_export_perc 3.62 1.13 1.34 5.78
## health_expend_perc 0.13 0.02 0.09 0.16
## human_consumption_ddd 0.08 0.02 0.05 0.11
## english_spoken -0.15 0.11 -0.36 0.08
## ln_gdp_per_capita 0.07 0.09 -0.11 0.25
## zi_ln_pubs_sum_per_capita -0.20 0.21 -0.62 0.19
## zi_ln_gdp_per_capita -1.47 0.28 -2.06 -0.96
## zi_ln_population -1.25 0.21 -1.70 -0.86
## zi_english_spoken -1.01 0.64 -2.30 0.23
## Eff.Sample Rhat
## Intercept 90 1.74
## zi_Intercept 82898 1.00
## ln_livestock_consumption_kg_per_pcu 143 1.32
## ln_livestock_pcu 99 1.60
## ln_migrant_pop_perc 95 1.65
## ln_tourism_inbound_perc 77 2.16
## ln_tourism_outbound_perc 69 2.85
## ab_export_perc 123 1.40
## health_expend_perc 110 1.49
## human_consumption_ddd 82 1.92
## english_spoken 119 1.43
## ln_gdp_per_capita 89 1.75
## zi_ln_pubs_sum_per_capita 56734 1.00
## zi_ln_gdp_per_capita 89516 1.00
## zi_ln_population 83336 1.00
## zi_english_spoken 1113 1.03
##
## Samples were drawn using sampling(NUTS). For each parameter, Eff.Sample
## is a crude measure of effective sample size, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## [1] TRUE